{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T20:39:28Z","timestamp":1761597568394},"reference-count":21,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2015,1,7]],"date-time":"2015-01-07T00:00:00Z","timestamp":1420588800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Int. J. Mach. Learn. & Cyber."],"published-print":{"date-parts":[[2017,2]]},"DOI":"10.1007\/s13042-014-0322-5","type":"journal-article","created":{"date-parts":[[2015,1,6]],"date-time":"2015-01-06T07:55:28Z","timestamp":1420530928000},"page":"283-293","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["A robust periodicity mining method from incomplete and noisy observations based on relative entropy"],"prefix":"10.1007","volume":"8","author":[{"given":"Tao","family":"Guan","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ke-ren","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shao-peng","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,1,7]]},"reference":[{"issue":"6","key":"322_CR1","doi-asserted-by":"crossref","first-page":"643","DOI":"10.1016\/j.pmcj.2011.09.004","volume":"7","author":"N Aharony","year":"2011","unstructured":"Aharony N, Pan W, Ip C, Khayal I, Pentland A (2011) Socialfmri: Investigating and shaping social mechanisms in the real world. Pervasive and Mobile Computing 7(6):643\u2013659","journal-title":"Pervasive Mob Comput"},{"key":"322_CR2","doi-asserted-by":"crossref","first-page":"233","DOI":"10.1186\/1471-2105-8-233","volume":"8","author":"M Ahdesm\u00e4ki","year":"2007","unstructured":"Ahdesm\u00e4ki M, L\u00e4hdesm\u00e4ki H, Gracey A, llya Shmulevich, (2007) Robust regression for periodicity detection in non-uniformly sampled time-course gene expression data. BMC Bioinformatics 8:233\u2013248","journal-title":"BMC Bioinform"},{"issue":"3","key":"322_CR3","doi-asserted-by":"crossref","first-page":"582","DOI":"10.1046\/j.1365-8711.1999.02128.x","volume":"302","author":"PM Cincotta","year":"1999","unstructured":"Cincotta PM, M\u00e9ndez M, N\u00fa\u00f1ez JA (1999) Astronomical time-series analysis. II. A search for periodicity using the shannon entropy. Month Notices R Astron Soc 302(3):582\u2013586","journal-title":"Month Notices R Astron Soc"},{"issue":"5","key":"322_CR4","doi-asserted-by":"crossref","first-page":"1779","DOI":"10.1109\/TSP.2007.912268","volume":"56","author":"IVL Clarkson","year":"2008","unstructured":"Clarkson IVL (2008) Approximate maximum-likelihood period estimation from sparse, noisy timing data. IEEE Trans Signal Process 56(5):1779\u20131787","journal-title":"IEEE Trans Signal Process"},{"issue":"7","key":"322_CR5","doi-asserted-by":"crossref","first-page":"875","DOI":"10.1109\/TKDE.2005.114","volume":"17","author":"MG Elfeky","year":"2005","unstructured":"Elfeky MG, Aref WG, Elmagarmid AK (2005) Periodicity detection in time series databases. IEEE Trans Knowl Data Eng 17(7):875\u2013887","journal-title":"IEEE Trans Knowl Data Eng"},{"key":"322_CR6","doi-asserted-by":"crossref","unstructured":"Elfeky MG, Aref WG, Elmagarmid AK (2005) WARP: time warping for periodicity detection. Proceedings of the Fifth IEEE International Conference on Data Mining. IEEE, Houston, Texas, pp 138\u2013145","DOI":"10.1109\/ICDM.2005.152"},{"issue":"3","key":"322_CR7","doi-asserted-by":"crossref","first-page":"310","DOI":"10.1093\/bioinformatics\/bti789","volume":"22","author":"EF Glynn","year":"2006","unstructured":"Glynn EF, Chen J, Mushegian AR (2006) Detecting periodic patterns in unevenly spaced gene expression time series using lomb-scargle periodograms. Bioinformatics 22(3):310\u2013316","journal-title":"Bioinformatics"},{"key":"322_CR8","doi-asserted-by":"crossref","first-page":"779","DOI":"10.1038\/nature06958","volume":"453","author":"MC Goz\u00e1lez","year":"2008","unstructured":"Goz\u00e1lez MC, Hidalgo CA, Barab\u00e1s AL (2008) Understanding individual human mobility patterns. Nature 453:779\u2013782","journal-title":"Nature"},{"issue":"3","key":"322_CR9","doi-asserted-by":"crossref","first-page":"2629","DOI":"10.1093\/mnras\/stt1206","volume":"434","author":"MJ Graham","year":"2013","unstructured":"Graham MJ, Drake AJ, Djorgovski SG, Mahabal AA, Donalek C (2013) Using conditional entropy to identify periodicity. Month Notices R Astron Soc 434(3):2629\u20132635","journal-title":"Month Notices R Astron Soc"},{"key":"322_CR10","doi-asserted-by":"crossref","unstructured":"Jindal T, Giridhar P, Tang LA, Li J, Han J (2013) Spatiotemporal periodical pattern mining in traffic data. Proceedings of the 2nd ACM SIGKDD International Workshop on Urban Computing. ACM, New York, NY, USA, pp 11\u201318","DOI":"10.1145\/2505821.2505837"},{"issue":"31","key":"322_CR11","first-page":"1","volume":"5","author":"I Junier","year":"2010","unstructured":"Junier I, Herisson J, Kepes F (2010) Periodic pattern detection in sparse boolean sequences. Algorithms Mol Biol 5(31):1\u201311","journal-title":"Algorithms Mol Biol"},{"key":"322_CR12","doi-asserted-by":"crossref","unstructured":"Li ZH, Ding B, Han JW, Kays R, Nye P (2010) Mining periodic behaviors for moving objects. In: Proc. 2010 ACM SIGKDD Conf. Knowledge Discovery and Data Mining (KDD\u201910), ACM, New York, NY, USA, pp 1099\u20131108","DOI":"10.1145\/1835804.1835942"},{"key":"322_CR13","doi-asserted-by":"crossref","unstructured":"Li ZH, Wang J, Han JW (2012) Mining event periodicity from incomplete observations. Proceeding of 2012 ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD\u201912). ACM, New York, NY, USA, pp 444\u2013452","DOI":"10.1145\/2339530.2339604"},{"issue":"2","key":"322_CR14","doi-asserted-by":"crossref","first-page":"447","DOI":"10.1007\/BF00648343","volume":"39","author":"NR Lomb","year":"1976","unstructured":"Lomb NR (1976) Least-squares frequency analysis of unequally spaced data. Astrophys Space Sci 39(2):447\u2013462","journal-title":"Astrophys Space Sci"},{"key":"322_CR15","doi-asserted-by":"crossref","unstructured":"Quinn B, Clarkson I, McKilliam R (2012) Estimating period from sparse, noisy timing data. 2012 IEEE Statistical Signal Processing Workshop (SSP). IEEE, Ann Arbor, MI, pp 193\u2013196","DOI":"10.1109\/SSP.2012.6319657"},{"key":"322_CR16","doi-asserted-by":"crossref","first-page":"835","DOI":"10.1086\/160554","volume":"263","author":"JD Scargle","year":"1982","unstructured":"Scargle JD (1982) Studies in astronomical time series analysis II. statistical aspects of spectral analysis of unevenly spaced data. Astrophys J 263:835\u2013853","journal-title":"Astrophys J"},{"issue":"13","key":"322_CR17","first-page":"1","volume":"13","author":"MS Sirisha","year":"2013","unstructured":"Sirisha MS, Padma Raju GV, G, (2013) Periodic pattern mining-algorithms and applications. Global J Comput Sci Technol 13(13):1\u201311","journal-title":"Global J Comput Sci Technol"},{"issue":"3","key":"322_CR18","doi-asserted-by":"crossref","first-page":"435","DOI":"10.1007\/s13042-013-0178-0","volume":"5","author":"X Liang","year":"2014","unstructured":"Liang X, Wei CP (2014) An Atanassovs intuitionistic fuzzy multi-attribute group decision making method based on entropy and similarity measure. Int J Mach Learn Cybern 5(3):435\u2013444","journal-title":"Int J Mach Learn Cybern"},{"issue":"4","key":"322_CR19","doi-asserted-by":"crossref","first-page":"297","DOI":"10.1007\/s13042-011-0063-7","volume":"3","author":"PP Guan","year":"2012","unstructured":"Guan PP, Yan H (2012) A hierarchical multilevel thresholding method for edge information extraction using fuzzy entropy. Int J Mach Learn Cybern 3(4):297\u2013305","journal-title":"Int J Mach Learn Cybern"},{"issue":"9","key":"322_CR20","doi-asserted-by":"crossref","first-page":"1493","DOI":"10.1007\/s00500-012-0824-6","volume":"16","author":"JH Zhai","year":"2012","unstructured":"Zhai JH, Xu HY, Wang XZ (2012) Dynamic ensemble extreme learning machine based on sample entropy. Soft Comput 16(9):1493\u20131502","journal-title":"Soft Comput"},{"issue":"3","key":"322_CR21","doi-asserted-by":"crossref","first-page":"556","DOI":"10.1109\/TFUZZ.2008.924342","volume":"17","author":"XZ Wang","year":"2009","unstructured":"Wang XZ, Dong CR (2009) Improving generalization of fuzzy if-then rules by maximizing fuzzy entropy. IEEE Trans Fuzzy Syst 17(3):556\u2013567","journal-title":"IEEE Trans Fuzzy Syst"}],"container-title":["International Journal of Machine Learning and Cybernetics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13042-014-0322-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s13042-014-0322-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13042-014-0322-5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13042-014-0322-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,2]],"date-time":"2019-06-02T10:31:17Z","timestamp":1559471477000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s13042-014-0322-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,1,7]]},"references-count":21,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2017,2]]}},"alternative-id":["322"],"URL":"https:\/\/doi.org\/10.1007\/s13042-014-0322-5","relation":{},"ISSN":["1868-8071","1868-808X"],"issn-type":[{"value":"1868-8071","type":"print"},{"value":"1868-808X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,1,7]]}}}